luckadjusted
NFL Week 9 · 2026

Week 1 2026 · September 13, 2026

Bills at Texans, Week 1 2026: who deserved to win?

The Bills beat the Texans 36–31, and the replays back it up: with the way both teams actually played, the Bills win 9 of 10.

An off day for the Texans: their defense played far below its usual level. In a fresh game against the Bills they would win 45% of the time; with this day’s form, 13%. The numbers

Before kickoff the Bills were 54% favorites. The game turned on a luck play (Q4, 3:13 left): the Bills fumbled and recovered it themselves, worth 16 points of win probability to the Bills. The biggest single swing (Q4, 1:48 left): the Bills got away with an interception-worthy throw.

Final

Buffalo Bills 36
Houston Texans 31

September 13, 2026 · Reliant Stadium · Closing line: Bills −1.5

Our prediction before kickoff: Bills by 0.1

Luck index +13 Bills about even · −13 Texans

Each team’s own plays from this game, resampled into new drives 4,000 times: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Bills win 9, Texans win 1.

  1. 1 BUF 47 HOU 14
  2. 2 BUF 43 HOU 17
  3. 3 BUF 34 HOU 13
  4. 4 BUF 48 HOU 30
  5. 5 BUF 35 HOU 20
  6. 6 BUF 36 HOU 24
  7. 7 BUF 41 HOU 32
  8. 8 BUF 30 HOU 24
  9. 9 BUF 17 HOU 15
  10. 10 BUF 13 HOU 19

Our prediction before kickoff

We had the Bills by 0.1, 50% to win. The Bills won by 5: the pick was right. The final margin was 4.9 points from ours; 70% of games like this end further from the forecast than that.

Show as a table
OutcomeChance
Bills win50.4%
Texans win49.6%
Middle 50%: Bills by 8 to Texans by 850%
Middle 90%: Bills by 21 to Texans by 2190%
Middle 95%: Bills by 25 to Texans by 2595%
Exactly Bills by 38.4%
Exactly Texans by 38.4%
Exactly Bills by 75.0%
Exactly Texans by 75.0%
Exactly Bills by 103.4%

Most of the distance between a forecast and a final score is luck: even with both teams’ strength known exactly, one game’s bounces, kicks and calls move the final margin by about ±12 points. This game was played before our forecasts went live, so this one was made afterwards, the same way, from only what was known before kickoff. How our predictions have done

Three other ways to ask

Each answers a different question, so none of them replaces the replay above.

The closing betting line, turned into a probability. What everyone knew before the game.

The line plus what this game showed, weighted by how much one game can tell. It stays close to the line because one game says little.

Every kick, fumble bounce, drop, conversion and judgment call redrawn; everything else fixed. The narrowest view of luck.

An off day for the Texans

Their defense played far below its usual level. In a fresh game against the Bills they would win 45% of the time; with this day’s form, 13%.

33 points apart for the Texans: the gap is how differently this game went from what the two teams usually are.

UnitThis gameUsual levelBetter or worse than usual
Bills offenseEPA per play gained +0.23 +0.17 better by 0.06
Bills defenseEPA per play allowed +0.17 +0.09 worse by 0.08
Texans offenseEPA per play gained +0.17 +0.05 better by 0.12
Texans defenseEPA per play allowed +0.23 +0.02 worse by 0.21

EPA (expected points added) per play on competitive snaps, turnovers left out because they are valued as luck. Usual level: the team’s earlier games this season plus half of last season, pulled toward the league average. One team’s defense and the other team’s offense are the same snaps, so one game can’t fully say whose day it was; it shows how far this one was from both teams’ norms.

How 4,000 replays ended

Bills win 87% of them, Texans 13%, counting the 2% still level after regulation as half each. The line is what actually happened: Bills by 5.

Show as a table
Final margin in the replaysShare of replays
Bills by 17+45.4%
Bills by 9–1621.3%
Bills by 1–818.6%
Level after regulation2.3%
Texans by 1–88.1%
Texans by 9–162.9%
Texans by 17+1.5%

Where the luck was

What the luck was worth

Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A missed kick in a decided game counts for nothing; the same kick at the end of a tie game can be most of a win.

Swings add up across a game, so in one that went back and forth they can pass 100%. On the scoreboard the same luck was worth +6.1 points to the Bills: the final margin was Bills by 5, without the luck Texans by 1.1. Luck shares are the fitted ones (how much of each kind is luck).

The kicks

How likely each kicker was to make that kick (his own record, the distance and the weather), and what happened.

  • T. Bass, 46 yds made · 82% expected
  • T. Bass, 34 yds made · 94% expected
  • T. Bass, 33 yds made · 95% expected
  • K. Fairbairn, 58 yds made · 67% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Bills 10 for 85 yards, Texans 7 for 106 yards

Every accepted flag, in order, and what it did to the helped team’s chance of winning at that moment, including any play it wiped out (points on the scoreboard in grey). A flag in a decided game is worth nothing; one at the turn of a close game can be worth most of a win. Judgment calls count half toward luck; pre-snap fouls, which repeat, don’t count. How calls are valued

WhenFlagWin probability for
Q1 10:36 False Start on the Texans, 5 yards · pre-snap +2% BUF +0.6 pts
Q1 7:42 Offensive Too Many Men on Field on the Bills, 5 yards · pre-snap +4% HOU +1.1 pts
Q2 15:00 Ineligible Downfield Pass on the Bills, 5 yards +4% HOU +0.6 pts
Q2 11:15 Defensive Holding on the Bills (DeAundre Alford), 5 yards +1% BUF +0.1 pts
Q2 5:03 Defensive Holding on the Bills (Damar Hamlin), 5 yards +5% HOU +1.3 pts
Q2 4:13 Defensive Pass Interference on the Texans (Kamari Lassiter), 46 yards +15% BUF +3.6 pts
Q2 3:51 Defensive Holding on the Bills (Davison Igbinosun), 5 yards, wiping out the play +2% BUF +0.2 pts
Q2 1:29 Offensive Holding on the Texans (George Odum), 10 yards +1% BUF +0.9 pts
Q2 1:03 Defensive Pass Interference on the Bills (Christian Benford), 21 yards +2% HOU +1.1 pts
Q2 0:26 Offensive Holding on the Bills (Joe Andreessen), 10 yards +4% HOU +0.9 pts
Q3 13:39 Chop Block on the Texans (David Montgomery), 15 yards, wiping out the play +8% BUF +2.3 pts
Q3 13:19 Illegal Blindside Block on the Bills (Sam Franklin), 14 yards +5% HOU +1.0 pts
Q3 10:54 Offensive Holding on the Bills, 10 yards, wiping out the play +8% HOU +2.0 pts
Q3 7:22 Roughing the Passer on the Texans (Mario Edwards), 15 yards +3% BUF +1.1 pts
Q4 10:22 Offensive Holding on the Texans, 10 yards +4% BUF +0.8 pts
Q4 0:44 Defensive Holding on the Bills (Deone Walker), 5 yards +5% HOU +0.9 pts
Q4 0:39 False Start on the Texans, 5 yards · pre-snap +3% BUF +0.5 pts

Bills penalties, every game · Texans penalties, every game · All teams, 2026

When it happened

Texans’ chance of winning

As low as 0% and as high as 74%. Numbers mark the biggest luck moments, listed below.

nflfastR’s in-game win probability. It ignores the betting line, so it starts near even. Shaded above the middle while the Texans were ahead in it, below while the Bills were.
#WhenWhat happenedWin probability forNext drive
1 Q1 11:18 The Bills were stopped on 4th & 13rd & 4th downs · 78% expected +10% HOU BUF: Field goal
2 Q2 4:13 Defensive Pass Interference on the Texans (Kamari Lassiter), 46 yardsJudgment calls · 7 flags in 1996 snaps before, position avg 1 per 211 +15% BUF BUF: Touchdown
3 Q4 9:28 The Texans converted 3rd & 103rd & 4th downs · 29% expected +11% HOU HOU: Field goal
4 Q4 3:13 The game turned hereThe Bills fumbled and recovered it themselvesFumble bounces · loose balls are close to 50/50 +16% BUF BUF: Touchdown
5 Q4 1:48 The Bills got away with an interception-worthy throwInterceptions · defenses catch 54% of interception-worthy throws +32% BUF BUF: Touchdown
6 Q4 1:41 The Bills converted 3rd & 113rd & 4th downs · 30% expected +18% BUF BUF: Touchdown
7 Q4 0:30 The Texans converted 3rd & 33rd & 4th downs · 54% expected +17% HOU HOU: Turnover
8 Q4 0:16 The Texans fumbled and the Bills recoveredFumble bounces · loose balls are close to 50/50 +15% BUF –

Missing players

Key players (usually on the field for half the snaps or more) who missed this game or part of it, valued by position and quality. The same players are missing in every replay, so this counts as luck in points only.

  • Jayden Higgins (HOU WR), out (IR) · 0.5 pts
  • Tyrell Shavers (BUF WR), out (IR) · 0.4 pts

Adjust the assumptions

Disagree with how much of a fumble bounce or a pass interference call is luck? Change it and the coin-flip replay reruns in your browser.

Only coin-flips re-rolled

Bills 45% · Texans 55%

Final margin
Bills by 5
Luck in points
6.1 for the Bills
Luck-adjusted margin
Texans by 1.1
Replay with same day's form
Bills 87% · Texans 13% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts

None by default: our tests measured no carryover after a lucky break. Slide it up to count a break for more than its own swing. Why

Flip a play

Force the other outcome, in this game and in every replay: a made kick becomes a miss, a stop becomes a conversion, a flag goes the other way.

About these numbers

Play-by-play and win probability from nflfastR via nflverse; kicks valued against each kicker’s own record; drops and interception-worthy throws from FTN charting; injuries from snap counts and injury reports.

Methodology and validation · All Week 1 2026 games · Bills · Texans

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